| End-to-end adversarial retinal image synthesis P Costa, A Galdran, MI Meyer, M Niemeijer, M Abràmoff, AM Mendonça, ... IEEE transactions on medical imaging 37 (3), 781-791, 2018 | 39 | 2018 |
| Towards Adversarial Retinal Image Synthesis P Costa, A Galdran, MI Meyer, MD Abràmoff, M Niemeijer, AM Mendonça, ... arXiv preprint arXiv:1701.08974, 2017 | 25 | 2017 |
| Pattern based gui testing for mobile applications P Costa, ACR Paiva, M Nabuco Quality of Information and Communications Technology (QUATIC), 2014 9th …, 2014 | 24 | 2014 |
| Convolutional bag of words for diabetic retinopathy detection from eye fundus images P Costa, A Campilho IPSJ Transactions on Computer Vision and Applications 9 (1), 10, 2017 | 14 | 2017 |
| Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ... | 11 | 2017 |
| A weakly-supervised framework for interpretable diabetic retinopathy detection on retinal images P Costa, A Galdran, A Smailagic, A Campilho IEEE Access 6, 18747-18758, 2018 | 5 | 2018 |
| Adversarial Synthesis of Retinal Images from Vessel Trees P Costa, A Galdran, MI Meyer, AM Mendonça, A Campilho International Conference Image Analysis and Recognition, 516-523, 2017 | 5 | 2017 |
| A Deep Neural Network for Vessel Segmentation of Scanning Laser Ophthalmoscopy Images MI Meyer, P Costa, A Galdran, AM Mendonça, A Campilho International Conference Image Analysis and Recognition, 507-515, 2017 | 4 | 2017 |
| Predicting Drugs Adverse Side-Effects Using a Recommender-System D Pinto, P Costa, R Camacho, VS Costa Discovery Science, 201-208, 2015 | 4 | 2015 |
| CATARACTS: Challenge on automatic tool annotation for cataRACT surgery H Al Hajj, M Lamard, PH Conze, S Roychowdhury, X Hu, G Maršalkaitė, ... Medical image analysis 52, 24-41, 2019 | 1 | 2019 |
| MedAL: Accurate and Robust Deep Active Learning for Medical Image Analysis A Smailagic, P Costa, HY Noh, D Walawalkar, K Khandelwal, A Galdran, ... 2018 17th IEEE International Conference on Machine Learning and Applications …, 2018 | 1* | 2018 |
| Classification of Breast Cancer Histology Images Through Transfer Learning Using a Pre-trained Inception Resnet V2 CA Ferreira, T Melo, P Sousa, MI Meyer, E Shakibapour, P Costa, ... International Conference Image Analysis and Recognition, 763-770, 2018 | 1 | 2018 |
| EyeQual: Accurate, Explainable, Retinal Image Quality Assessment P Costa, A Campilho, B Hooi, A Smailagic, K Kitani, S Liu, C Faloutsos, ... 16th IEEE International Conference on Machine Learning and Applications …, 2017 | 1 | 2017 |
| CATARACTS: Challenge on automatic tool annotation for cataRACT surgery D Stoyanov, J Prellberg, M Sahu, A Galdran, TF Araújo, DM Vo, C Panda, ... | | 2019 |
| Weakly Supervised Fog Detection A Galdran, P Costa, J Vazquez-Corral, A Campilho 2018 25th IEEE International Conference on Image Processing (ICIP), 2875-2879, 2018 | | 2018 |
| UOLO-automatic object detection and segmentation in biomedical images T Araújo, G Aresta, A Galdran, P Costa, AM Mendonça, A Campilho Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical …, 2018 | | 2018 |
| A No-Reference Quality Metric for Retinal Vessel Tree Segmentation A Galdran, P Costa, A Bria, T Araújo, AM Mendonça, A Campilho International Conference on Medical Image Computing and Computer-Assisted …, 2018 | | 2018 |
| Deep Convolutional Artery/Vein Classification of Retinal Vessels MI Meyer, A Galdran, P Costa, AM Mendonça, A Campilho International Conference Image Analysis and Recognition, 622-630, 2018 | | 2018 |
| Learning to Segment the Lung Volume from CT scans based on Semi-Automatic Ground-Truth P Sousa, A Galdran, P Costa, A Campilho | | 2018 |
| EyeWeS: Weakly Supervised Pre-Trained Convolutional Neural Networks for Diabetic Retinopathy Detection P Costa, T Araújo, G Aresta, A Galdran, AM Mendonça, A Smailagic, ... | | 2018 |
Aurelio CampilhoProfessor of ECE, University of PortoVerified email at fe.up.pt